basemodeltype basemodelfile newmodelfile lr fit_type epoch orig_metric retrain_metric orig_most_confused fig_base_toplosses fig_base_confmat fig_train_confmat fig_orig_lrfind last_train_loss last_val_loss last_val_metric fig_train_lr fig_train_losses fig_train_metrics
0 resnet34 basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr3e-05 0.00003 onecycle 10 0.131258 0.073072 [(yorkshire_terrier, Abyssinian, 85), (Abyssinian, yorkshire_terrier, 77), (Bengal, Egyptian_Mau, 16), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.062712 0.243713 0.073072
1 resnet34 basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr5e-05 0.00005 onecycle 10 0.131258 0.069350 [(yorkshire_terrier, Abyssinian, 85), (Abyssinian, yorkshire_terrier, 77), (Bengal, Egyptian_Mau, 16), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.047370 0.253729 0.069350
2 resnet34 basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0001 0.00010 onecycle 10 0.131258 0.070027 [(yorkshire_terrier, Abyssinian, 85), (Abyssinian, yorkshire_terrier, 77), (Bengal, Egyptian_Mau, 16), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.039952 0.269082 0.070027
3 resnet34 basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0003 0.00030 onecycle 10 0.131258 0.080853 [(yorkshire_terrier, Abyssinian, 85), (Abyssinian, yorkshire_terrier, 77), (Bengal, Egyptian_Mau, 16), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.044974 0.301239 0.080853
4 resnet34 basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0005 0.00050 onecycle 10 0.131258 0.091001 [(yorkshire_terrier, Abyssinian, 85), (Abyssinian, yorkshire_terrier, 77), (Bengal, Egyptian_Mau, 16), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.062292 0.338337 0.091001
5 resnet34 basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr3e-05 0.00003 onecycle 20 0.131258 0.067659 [(yorkshire_terrier, Abyssinian, 85), (Abyssinian, yorkshire_terrier, 77), (Bengal, Egyptian_Mau, 16), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.032523 0.249092 0.067659
6 resnet34 basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr5e-05 0.00005 onecycle 20 0.131258 0.064276 [(yorkshire_terrier, Abyssinian, 85), (Abyssinian, yorkshire_terrier, 77), (Bengal, Egyptian_Mau, 16), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.021801 0.255716 0.064276
7 resnet34 basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0001 0.00010 onecycle 20 0.131258 0.072057 [(yorkshire_terrier, Abyssinian, 85), (Abyssinian, yorkshire_terrier, 77), (Bengal, Egyptian_Mau, 16), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.018264 0.292252 0.072057
8 resnet34 basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0003 0.00030 onecycle 20 0.131258 0.083221 [(yorkshire_terrier, Abyssinian, 85), (Abyssinian, yorkshire_terrier, 77), (Bengal, Egyptian_Mau, 16), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.018657 0.328568 0.083221
9 resnet34 basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain basetrain-res34-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0005 0.00050 onecycle 20 0.131258 0.089648 [(yorkshire_terrier, Abyssinian, 85), (Abyssinian, yorkshire_terrier, 77), (Bengal, Egyptian_Mau, 16), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.024882 0.357721 0.089648